Auto-CVE: a coevolutionary approach to evolve ensembles in automated machine learning.
Celio H. N. Larcher Jr.Helio J. C. BarbosaPublished in: GECCO (2019)
Keyphrases
- machine learning
- decision trees
- machine learning methods
- semi automated
- pattern recognition
- data mining
- inductive learning
- learning algorithm
- machine learning algorithms
- learning systems
- natural language processing
- ensemble learning
- feature selection
- data sets
- computational biology
- machine learning approaches
- inductive logic programming
- machine learning and data mining
- semi automatic
- particle swarm optimizer
- multiple classifier systems
- genetic algorithm
- artificial intelligence
- computational intelligence
- text mining
- active learning
- computer science
- learning models
- evolutionary process
- computer vision
- image processing
- learning machines
- explanation based learning
- reinforcement learning
- data analysis
- feature set
- fully automated
- evolutionary algorithm
- support vector machine
- supervised learning
- model selection
- text classification